← Authors

Chi Zhang

130 papers · 2015–2026 · 17 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (16) 🌈 Renaissance Researcher (12) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (164) πŸƒ Academic Marathon (10) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (23) 🀝 Dynamic Duo (16) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (22) πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (20) πŸ’Ž Century Club (122) πŸ—ƒοΈ Keyword Collector (543) ❓ The Questioner πŸ”₯ Unstoppable (8)

Conferences

CVPR (29) ICCV (23) AAAI (21) NIPS (15) ECCV (11) ICML (6) ICLR (5) UAI (4) IJCAI (3) ACL (3) EMNLP (2) ACML (2) NSDI (2) COLING (1) CLEAR (1) EACL (1) AISTATS (1)

Top co-authors

Guosheng Lin (16) Yixin Zhu (15) Gang Yu (11) Song-chun Zhu (10) Chunhua Shen (8) Yifan Sun (6) Xi Qiu (6) Baoxiong Jia (6) Fayao Liu (5) Tong Zhao (5)

Research topics

Deep Learning (1)

Keywords

few-shot learning (9) visual reasoning (8) person re-identification (7) semantic segmentation (7) diffusion model (7) scene understanding (6) contrastive learning (5) autonomous driving (5) self-supervised learning (5) knowledge distillation (5) video generation (5) multimodal learning (4) causal inference (4) image generation (4) attention mechanism (4) metric learning (4) multimodal large language model (4) causal discovery (3) feature embedding (3) domain adaptation (3)

Papers

Streaming Generated Gaussian Process Experts for Online Learning and Control AAAI 2026
Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026
When Safe Unimodal Inputs Collide: Optimizing Reasoning Chains for Cross-Modal Safety in Multimodal Large Language Models AAAI 2026
Evaluating, Synthesizing, and Enhancing for Customer Support Conversation AAAI 2026
Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026
OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding AAAI 2026
Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning AAAI 2026
Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency AAAI 2026
Model-Free Offline Reinforcement Learning with Enhanced Robustness ICLR 2025
MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers ICLR 2025
Video-Bench: Human-Aligned Video Generation Benchmark CVPR 2025
CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images CVPR 2025
UniScene: Unified Occupancy-centric Driving Scene Generation CVPR 2025
Rethinking the Adversarial Robustness of Multi-Exit Neural Networks in an Attack-Defense Game CVPR 2025
StyleStudio: Text-Driven Style Transfer with Selective Control of Style Elements CVPR 2025
MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D CVPR 2025
Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness CVPR 2025
SubjectDrive: Scaling Generative Data in Autonomous Driving via Subject Control AAAI 2025
Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models AAAI 2025
Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem AAAI 2025
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models ACL 2025
MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization ICCV 2025
An Automatic Method to Estimate Correctness of RAG COLING 2025
Creative Agents: Empowering Agents with Imagination for Creative Tasks UAI 2025
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models ICLR 2025
GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale NSDI 2025
Rethink the Role of Deep Learning towards Large-scale Quantum Systems ICML 2025
From Weight-Based to State-Based Fine-Tuning: Further Memory Reduction on LoRA with Parallel Control ICML 2025
Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning ICML 2025
Synthesizing Images on Perceptual Boundaries of ANNs for Uncovering and Manipulating Human Perceptual Variability ICML 2025
MotionAgent: Fine-grained Controllable Video Generation via Motion Field Agent ICCV 2025
Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents EMNLP 2025
InterSyn: Interleaved Learning for Dynamic Motion Synthesis in the Wild ICCV 2025
Distilling Parallel Gradients for Fast ODE Solvers of Diffusion Models ICCV 2025
MotionChain: Conversational Motion Controllers via Multimodal Prompts ECCV 2024
Stream Query Denoising for Vectorized HD-Map Construction ECCV 2024
Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation ECCV 2024
FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving ECCV 2024
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NIPS 2024
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis AAAI 2024
Adaptive Hardness Negative Sampling for Collaborative Filtering AAAI 2024
Panacea: Panoramic and Controllable Video Generation for Autonomous Driving CVPR 2024
GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting CVPR 2024
Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning UAI 2024
Parameter-Efficient Fine-Tuning with Controls ICML 2024
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024
Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data ACL 2024
Reinforcement Learning for Athletic Intelligence: Lessons from the 1st β€œAI Olympics with RealAIGym” Competition IJCAI 2024
Do Finetti: On Causal Effects for Exchangeable Data NIPS 2024
Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection ECCV 2024
I-PHYRE: Interactive Physical Reasoning ICLR 2024
An Optimal Control View of LoRA and Binary Controller Design for Vision Transformers ECCV 2024
M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions ECCV 2024
Evaluating and Inducing Personality in Pre-trained Language Models NIPS 2023
Generative Gradient Inversion via Over-Parameterized Networks in Federated Learning ICCV 2023
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image ICCV 2023
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering ICCV 2023
PivotNet: Vectorized Pivot Learning for End-to-end HD Map Construction ICCV 2023
Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds ICCV 2023
Discrepant and Multi-Instance Proxies for Unsupervised Person Re-Identification ICCV 2023
ESSAformer: Efficient Transformer for Hyperspectral Image Super-resolution ICCV 2023
DPF-Net: Combining Explicit Shape Priors in Deformable Primitive Field for Unsupervised Structural Reconstruction of 3D Objects ICCV 2023
X-VoE: Measuring eXplanatory Violation of Expectation in Physical Events ICCV 2023
Reachability Analysis of Neural Network Control Systems AAAI 2023
Causal Inference under Interference and Model Uncertainty CLEAR 2023
MEWL: Few-shot multimodal word learning with referential uncertainty ICML 2023
Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning NIPS 2023
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems NIPS 2023
End-to-End Vectorized HD-Map Construction With Piecewise Bezier Curve CVPR 2023
On the Perils of Cascading Robust Classifiers ICLR 2023
Active Reasoning in an Open-World Environment NIPS 2023
BeaverTails: Towards Improved Safety Alignment of LLM via a Human-Preference Dataset NIPS 2023
Interactive Visual Reasoning under Uncertainty NIPS 2023
On the Learning Mechanisms in Physical Reasoning NIPS 2022
Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory EMNLP 2022
Hierarchical Normalization for Robust Monocular Depth Estimation NIPS 2022
Causal Inference with Non-IID Data using Linear Graphical Models NIPS 2022
Bias aware probabilistic Boolean matrix factorization UAI 2022
Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning ACML 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning ECCV 2022
KD-MVS: Knowledge Distillation Based Self-Supervised Learning for Multi-View Stereo ECCV 2022
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives ECCV 2022
RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity Prior CVPR 2022
Few-Shot Incremental Learning With Continually Evolved Classifiers CVPR 2021
Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning ACML 2021
Exploiting Equality Constraints in Causal Inference AISTATS 2021
ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal Encoding CVPR 2021
End-to-End Human Object Interaction Detection With HOI Transformer CVPR 2021
Dynamic Metric Learning: Towards a Scalable Metric Space To Accommodate Multiple Semantic Scales CVPR 2021
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning ICCV 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection ICCV 2021
Binocular Mutual Learning for Improving Few-Shot Classification ICCV 2021
IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID ICCV 2021
Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning ICCV 2021
SyncScatter: Enabling WiFi like synchronization and range for WiFi backscatter Communication NSDI 2021
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning AAAI 2020
Fast and Efficient Boolean Matrix Factorization by Geometric Segmentation AAAI 2020
Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration ECCV 2020
Learning Disentangled Representations of Videos with Missing Data NIPS 2020
Geometric All-way Boolean Tensor Decomposition NIPS 2020
Conditional Gaussian Distribution Learning for Open Set Recognition CVPR 2020
DeepEMD: Few-Shot Image Classification With Differentiable Earth Mover's Distance and Structured Classifiers CVPR 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization CVPR 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation CVPR 2020
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models AAAI 2020
Re-ID Driven Localization Refinement for Person Search ICCV 2019
Vehicle Re-Identification With Viewpoint-Aware Metric Learning ICCV 2019
Learning Perceptual Inference by Contrasting NIPS 2019
Re-Identification Supervised Texture Generation CVPR 2019
Decentralized Optimization with Edge Sampling IJCAI 2019
RAVEN: A Dataset for Relational and Analogical Visual REasoNing CVPR 2019
CANet: Class-Agnostic Segmentation Networks With Iterative Refinement and Attentive Few-Shot Learning CVPR 2019
Learning with Non-Convex Truncated Losses by SGD UAI 2019
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering CVPR 2019
Perceive Where to Focus: Learning Visibility-Aware Part-Level Features for Partial Person Re-Identification CVPR 2019
Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions AAAI 2019
MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019
Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation ICCV 2019
DenseASPP for Semantic Segmentation in Street Scenes CVPR 2018
Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018
Joint Multiview Segmentation and Localization of RGB-D Images Using Depth-Induced Silhouette Consistency CVPR 2016
Query Adaptive Similarity Measure for RGB-D Object Recognition ICCV 2015
MeshStereo: A Global Stereo Model With Mesh Alignment Regularization for View Interpolation ICCV 2015